luckadjusted
CFB Week 4 · 2026

Week 10 2025 · November 1, 2025

Oklahoma State at Kansas, Week 10 2025: who deserved to win?

Kansas beat Oklahoma State 38–21, and the replays back it up: with the way both teams actually played, Kansas wins 8 of 10.

Before kickoff Kansas was a 94% favorite.

Final

Oklahoma State Cowboys 21
Kansas Jayhawks 38

November 1, 2025 · Memorial Stadium · Closing line: Kansas −24.5

Luck index +17 Kansas about even · −17 Oklahoma State

Each team’s own plays from this game, resampled into new drives 4,000 times: with the way both teams actually played, how often does this performance win? How the replay works

Ten replays. Oklahoma State wins 2, Kansas wins 8.

  1. 1 OKST 13 KU 2
  2. 2 OKST 3 KU 0
  3. 3 OKST 0 KU 3
  4. 4 OKST 10 KU 16
  5. 5 OKST 7 KU 16
  6. 6 OKST 16 KU 27
  7. 7 OKST 10 KU 24
  8. 8 OKST 3 KU 21
  9. 9 OKST 7 KU 28
  10. 10 OKST 0 KU 28

Three other ways to ask

Each answers a different question, so none of them replaces the replay above.

The closing betting line, turned into a probability. What everyone knew before the game.

The line plus what this game showed, weighted by how much one game can tell. It stays close to the line because one game says little.

Every kick, fumble bounce, conversion and judgment call redrawn; everything else fixed. The narrowest view of luck.

How 4,000 replays ended

Oklahoma State wins 16% of them, Kansas 84%, counting the 5% still level after regulation as half each. The line is what actually happened: Kansas by 17.

Show as a table
Final margin in the replaysShare of replays
Oklahoma State by 17+1.3%
Oklahoma State by 9–163.4%
Oklahoma State by 1–810.6%
Level after regulation4.7%
Kansas by 1–824.3%
Kansas by 9–1623.0%
Kansas by 17+32.7%

Where the luck was

What the luck was worth

Every lucky and unlucky play, weighted by the moment it happened: its swing in win probability, added up by kind. A missed kick in a decided game counts for nothing; the same kick at the end of a tie game can be most of a win.

Swings add up across a game, so in one that went back and forth they can pass 100%. On the scoreboard the same luck was worth +6.7 points to Kansas: the final margin was Kansas by 17, without the luck Kansas by 10.3. Luck shares are the fitted ones (how much of each kind is luck).

The kicks

How likely each kicker was to make that kick (his own record, the distance), and what happened.

  • L. Marjan, 39 yds made · 77% expected
  • L. Ward, 44 yds missed · 66% expected
  • L. Ward, 19 yds missed · 95% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

Penalties: Oklahoma State 1 for 5 yards, Kansas 2 for 30 yards

Every accepted flag, in order, and what it did to the helped team’s chance of winning at that moment, including any play it wiped out (points on the scoreboard in grey). A flag in a decided game is worth nothing; one at the turn of a close game can be worth most of a win. Judgment calls count toward luck, pre-snap fouls mostly don’t. How calls are valued

WhenFlagWin probability for
Q1 13:39 Face Mask on Kansas, 15 yards +1% OKST +1.6 pts
Q2 12:35 Illegal Shift on Oklahoma State, 5 yards, wiping out the play · pre-snap +2% KU +1.4 pts
Q4 3:35 Targeting on Kansas, 15 yards, wiping out the play 0% OKST +2.7 pts

When it happened

Kansas’s chance of winning

Numbers mark the biggest luck moments, listed below.

Our in-game win probability: the score, the value of the possession and the time left, starting from the betting line. Overtime has no clock and is drawn at a fixed width. Shaded above the middle while Kansas was ahead in it, below while Oklahoma State was.
#WhenWhat happenedWin probability forNext drive
1 Q1 10:40 Oklahoma State converted 3rd & 123rd & 4th downs · 24% expected +3% OKST OKST: Missed field goal
2 Q1 7:08 Kansas converted 3rd & 83rd & 4th downs · 36% expected +2% KU KU: Field goal
3 Q2 14:52 Oklahoma State converted 3rd & 53rd & 4th downs · 43% expected +3% OKST OKST: Missed field goal
4 Q2 12:35 Illegal Shift on Oklahoma State, 5 yards, wiping out the playPre-snap flags +2% KU KU: Touchdown
5 Q2 10:18 L. Ward missed a 44-yard field goalKicks · 66% expected for him +3% KU OKST: Missed field goal
6 Q2 7:20 Kansas converted 3rd & 63rd & 4th downs · 42% expected +2% KU KU: Touchdown
7 Q2 5:33 Kansas converted 4th & 23rd & 4th downs · 67% expected +3% KU KU: Touchdown
8 Q3 12:36 Kansas converted 3rd & 53rd & 4th downs · 47% expected +1% KU KU: Touchdown

Adjust the assumptions

Disagree with how much of a fumble bounce or a pass interference call is luck? Change it and the coin-flip replay reruns in your browser.

Only coin-flips re-rolled

Oklahoma State 4% · Kansas 96%

Final margin
Kansas by 17
Luck in points
6.7 for Kansas
Luck-adjusted margin
Kansas by 10.3
Replay with same day's form
Oklahoma State 16% · Kansas 84% unchanged: why
How much of each is luck?

0% treats it as skill, 100% as pure luck. The tick is our fit.

What counts

None by default: our tests measured no carryover after a lucky break. Slide it up to count a break for more than its own swing. Why

Flip a play

Force the other outcome, in this game and in every replay: a made kick becomes a miss, a stop becomes a conversion, a flag goes the other way.

About these numbers

Play-by-play and expected points from CollegeFootballData.com via cfbfastR; win probability from our own model of the score, the possession and the betting line; kicks valued against each kicker’s own record. College play-by-play has no charting of drops or interception-worthy throws and no injury reports, so those kinds of luck aren’t counted here.

Methodology and validation · All Week 10 2025 games · Oklahoma State · Kansas

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